Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9307958 0.9610442 0.9927538 0.9255662
bt 0.8269896 0.9864321 0.9081247 0.6575091
maxnet 0.6643599 0.9302349 0.7569683 0.4068009
gam NA NA 0.7612293 NA
glm NA NA 0.6987779 NA

Variable Importance